1. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging
2. Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data Zhou, Pengcheng; Resendez, Shanna L.; Rodriguez-Romaguera, Jose; Jimenez, Jessica; Neufeld, Shay Q.; Giovannucci, Andrea; Friedrich, Johannes; Pnevmatikakis, Eftychios; Stuber, Garret D.; Hen, Rene; Kheirbek, Mazen A.; Sabatini, Bernardo L.; Kass, Robert E.; Paninski, Liam 2018 Articles NeurosciencesNeuronsBiometryEndoscopyStatistics
3. Statistical Machine Learning Methods for High-dimensional Neural Population Data Analysis Gao, Yuanjun 2017 Theses StatisticsNeurosciencesDimensional analysis
4. Distributed Bayesian Computation and Self-Organized Learning in Sheets of Spiking Neurons with Local Lateral Inhibition Buesing, Lars; Habenschuss, Stefan; Bill, Johannes; Nessler, Bernhard; Maass, Wolfgang; Legenstein, Robert 2015 Articles NeuroplasticityNeuronsInhibitionBayesian statistical decision theoryNeurosciencesMolecular biologyStatistics